Paper Citation Record · LEDGER

Efficiency Matters in Autonomous Research

As of 14 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2607.24647.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.24647 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T09:14:06.275985Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

verified exact2
verified fuzzy0
unresolved41
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a17d0cc0-80c5-4adf-8985-841ec5924198 · outbound

This paper cites AI for Auto-Research: Roadmap & User Guide.

Efficiency Matters in Autonomous Research AI for Auto-Research: Roadmap & User Guide

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.086356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40c32f8b-e348-471f-ae15-f25e3c5a37c0 · outbound

This paper cites Efficient and Robust Automated Machine Learning.Advances in Neural Information Processing Systems, 28:2962–2970, 2015.

Efficiency Matters in Autonomous Research Efficient and Robust Automated Machine Learning.Advances in Neural Information Processing Systems, 28:2962–2970, 2015

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.090057Z

Source-reported events for the cited work

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Observation fab098b8-9992-4828-b157-8f1be446708a · outbound

This paper cites Using Anytime Algorithms in Intelligent Systems.AI Magazine, 17(3): 73–83, 1996.

Efficiency Matters in Autonomous Research Using Anytime Algorithms in Intelligent Systems.AI Magazine, 17(3): 73–83, 1996

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.093123Z

Source-reported events for the cited work

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Observation f0fc237c-c912-432b-bf5c-e1c22255395c · outbound

This paper cites Sample Efficiency Matters: A Benchmark for Practical Molecular Optimization.

Efficiency Matters in Autonomous Research Sample Efficiency Matters: A Benchmark for Practical Molecular Optimization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.095839Z

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Unavailable: canonical work link unavailable.

Observation af5fe338-06b1-4f00-a7dd-8193239c0fb9 · outbound

This paper cites AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks?.

Efficiency Matters in Autonomous Research AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.098648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 014d3139-4ac7-455c-9dd5-5d7a7a5e2fde · outbound

This paper cites Joseph Hoane, Jr., and Feng-hsiung Hsu.

Efficiency Matters in Autonomous Research Joseph Hoane, Jr., and Feng-hsiung Hsu

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.101623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 815ff795-4cb1-4575-96ab-c101e9e07ee7 · outbound

This paper cites an unresolved cited work.

Efficiency Matters in Autonomous Research Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.104485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d482a3e8-88b4-47cf-8ce0-b27993d34e96 · outbound

This paper cites Neural Architecture Search: A Survey.

Efficiency Matters in Autonomous Research Neural Architecture Search: A Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.109316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26ef978c-3813-4af5-a801-0e64b45b14a4 · outbound

This paper cites an unresolved cited work.

Efficiency Matters in Autonomous Research Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.112251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f9b2949-6efc-45d6-a6ef-5dbbd774eb29 · outbound

This paper cites Pawan Kumar, Emilien Dupont, Francisco J.

Efficiency Matters in Autonomous Research Pawan Kumar, Emilien Dupont, Francisco J

Reference 10

Resolution: malformed identifier; no resolver link, observed 2026-07-31T09:14:06.186847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76a35d74-3a71-4956-a982-67946e9f847e · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

Efficiency Matters in Autonomous Research AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.189779Z

Source-reported events for the cited work

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Observation ea047814-a31e-414d-8781-c1581360f055 · outbound

This paper cites LLM Powered Autonomous Agents.

Efficiency Matters in Autonomous Research LLM Powered Autonomous Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.192460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e6d9105-df26-47c1-9f16-5a1a91d0d002 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Efficiency Matters in Autonomous Research ReAct: Synergizing Reasoning and Acting in Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.194841Z

Source-reported events for the cited work

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Observation 39492e77-df5e-4f3c-bfc3-a9bcbd667216 · outbound

This paper cites Self-Improvements in Modern Agentic Systems: A Survey.

Efficiency Matters in Autonomous Research Self-Improvements in Modern Agentic Systems: A Survey

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.197540Z

Source-reported events for the cited work

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Observation 189f2a5b-fb36-4b1c-a257-4dff184d830d · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Efficiency Matters in Autonomous Research SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.200102Z

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Observation cf244fce-0b16-49bc-8d86-6964475e82d4 · outbound

This paper cites MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering.

Efficiency Matters in Autonomous Research MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.202718Z

Source-reported events for the cited work

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Observation e974bec8-21c6-4650-8fe4-26ac57e68afb · outbound

This paper cites KernelBench: Can LLMs Write Efficient GPU Kernels?.

Efficiency Matters in Autonomous Research KernelBench: Can LLMs Write Efficient GPU Kernels?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.205287Z

Source-reported events for the cited work

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Observation 4082e15f-b500-40b7-96f1-5feb288df4fa · outbound

This paper cites RE-Bench: Evaluating frontier AI R&D capabilities of language model agents against human experts.

Efficiency Matters in Autonomous Research RE-Bench: Evaluating frontier AI R&D capabilities of language model agents against human experts

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.207902Z

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Observation 77c3f561-33fd-4ad2-a7dc-2270ea6f5da8 · outbound

This paper cites Miller, Abhishek Charnalia, Derek Dun- field, Carole-JeanWu, PontusStenetorp, NicolaCancedda, JakobNicolausFoerster, andYoram Bachrach.

Efficiency Matters in Autonomous Research Miller, Abhishek Charnalia, Derek Dun- field, Carole-JeanWu, PontusStenetorp, NicolaCancedda, JakobNicolausFoerster, andYoram Bachrach

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.210431Z

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Observation 247be8f6-fbc4-4b67-89cb-0af3162c01ad · outbound

This paper cites AIDE: AI-Driven Exploration in the Space of Code.

Efficiency Matters in Autonomous Research AIDE: AI-Driven Exploration in the Space of Code

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.212732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f780a597-4fec-40c0-bb4b-7cf7a054c818 · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

Efficiency Matters in Autonomous Research Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.215261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a1af2cd-80d8-4ebf-ae96-b2c33cca27c7 · outbound

This paper cites Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models.

Efficiency Matters in Autonomous Research Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.217834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbffd295-6336-44a9-ba32-d5711868ccdc · outbound

This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.

Efficiency Matters in Autonomous Research Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.220329Z

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Observation e53456dd-0862-4194-8350-f47a73b89ea5 · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Efficiency Matters in Autonomous Research Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.228361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf649050-50c1-4c4e-b054-548db3103e54 · outbound

This paper cites an unresolved cited work.

Efficiency Matters in Autonomous Research Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.231030Z

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Observation 397f4dc9-2746-4ac7-ac18-96308fe70b5e · outbound

This paper cites Lourenço, Olivier C.

Efficiency Matters in Autonomous Research Lourenço, Olivier C

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.233450Z

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Observation 5c1a5d09-797e-4a02-ba50-cca5ce33fdc8 · outbound

This paper cites Feo and Mauricio G.

Efficiency Matters in Autonomous Research Feo and Mauricio G

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.235861Z

Source-reported events for the cited work

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Observation c7652509-f027-4c67-9319-54b6921e147f · outbound

This paper cites an unresolved cited work.

Efficiency Matters in Autonomous Research Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.238360Z

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Observation 34423918-e0f2-478d-9cdc-430b974120a2 · outbound

This paper cites Gomes and Bart Selman.

Efficiency Matters in Autonomous Research Gomes and Bart Selman

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.241324Z

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Unavailable: canonical work link unavailable.

Observation 82f21be3-9042-4f48-bc8a-869c3b180b18 · outbound

This paper cites Finite-time Analysis of the Multiarmed Bandit Problem.Machine Learning, 47(2-3):235–256, 2002.

Efficiency Matters in Autonomous Research Finite-time Analysis of the Multiarmed Bandit Problem.Machine Learning, 47(2-3):235–256, 2002

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.246488Z

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Observation 32ac642e-e887-4537-a31b-73247a120401 · outbound

This paper cites Optimal Speedup of Las Vegas Algo- rithms.Information Processing Letters, 47(4):173–180, 1993.

Efficiency Matters in Autonomous Research Optimal Speedup of Las Vegas Algo- rithms.Information Processing Letters, 47(4):173–180, 1993

Reference 32

Resolution: verified exact; doi, observed 2026-07-31T09:15:58.821406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8b1f9836-3c6c-48f0-943e-65c27bebd9c9 · outbound

This paper cites Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization.

Efficiency Matters in Autonomous Research Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.251461Z

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Observation b3686a7e-c07e-4b21-ae4e-b9f31ff53108 · outbound

This paper cites Portfolio Allocation for Bayesian Optimization.

Efficiency Matters in Autonomous Research Portfolio Allocation for Bayesian Optimization

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.253977Z

Source-reported events for the cited work

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Observation 5ce88723-b820-45d7-aff1-f984e152556e · outbound

This paper cites WiderorDeeper? ScalingLLMInference-TimeComputewithAdaptiveBranchingTreeSearch.

Efficiency Matters in Autonomous Research WiderorDeeper? ScalingLLMInference-TimeComputewithAdaptiveBranchingTreeSearch

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.256690Z

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Observation 361dedb0-8dcc-40d4-937f-560098f71636 · outbound

This paper cites Compute Allocation in Evolutionary Search: From Depth-Breadth to Multi-Armed Bandits.

Efficiency Matters in Autonomous Research Compute Allocation in Evolutionary Search: From Depth-Breadth to Multi-Armed Bandits

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.259024Z

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Observation 24bb24e5-51c8-44a0-8097-dfc83520928e · outbound

This paper cites ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution.

Efficiency Matters in Autonomous Research ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.261467Z

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Observation 45dfae37-5711-4656-8470-da3870273c6b · outbound

This paper cites Russell and Peter Norvig.Artificial Intelligence: A Modern Approach.

Efficiency Matters in Autonomous Research Russell and Peter Norvig.Artificial Intelligence: A Modern Approach

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.264014Z

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Observation 04d65010-d1e5-4c67-a58a-773eea5eb074 · outbound

This paper cites Conjecture Machines: AI Agents and the New Validation Bottleneck in Science.

Efficiency Matters in Autonomous Research Conjecture Machines: AI Agents and the New Validation Bottleneck in Science

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.266321Z

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Observation 7c950d96-a5ef-4104-bb6c-5afee26bd8a2 · outbound

This paper cites The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI.

Efficiency Matters in Autonomous Research The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.268747Z

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Observation f653cdfd-f1ff-4a80-84cc-65686d168b12 · outbound

This paper cites Beyond Fixed Representations: The Vocabulary and Verifier Gaps in Open-Ended AI.

Efficiency Matters in Autonomous Research Beyond Fixed Representations: The Vocabulary and Verifier Gaps in Open-Ended AI

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.275985Z

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Observation aead5d47-f9b0-4490-8400-2d1097ef4425 · outbound

This paper cites an unresolved cited work.

Efficiency Matters in Autonomous Research Unresolved cited work

Reference 2001

Resolution: verified exact; doi, observed 2026-07-31T09:15:58.968392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d0dcacc1-2661-4b06-844e-7b9dcd486e14 · outbound

This paper cites an unresolved cited work.

Efficiency Matters in Autonomous Research Unresolved cited work

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.106865Z

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Observation 17c1cf40-ef02-4e75-a5dd-8c2f708557f0 · outbound

This paper cites Self-Refine: Iterative Refinement with Self-Feedback.

Efficiency Matters in Autonomous Research Self-Refine: Iterative Refinement with Self-Feedback

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.225747Z

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Observation cb277738-e524-41cb-91c2-f2be7072bf6b · outbound

This paper cites Automated Discovery Has No Universally Superior Harness.

Efficiency Matters in Autonomous Research Automated Discovery Has No Universally Superior Harness

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-07-31T09:14:06.273778Z

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Pith citing papers

No inbound Pith citation observations are available.